Profile of Dr. Tangina Sultana

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Dr. Tangina Sultana

Associate Professor

Department of Electronics and Communication Engineering (ECE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: dristy.043@gmail.com

Mobile: +8801309964335


RESEARCH INTEREST

    Graph Mining, Big Data, Wireless Communication, IoT, Edge Computing, Networking and Security and Machine Learning

EDUCATION

  1. Post-doctoral Researcher, 2023

    Kyung Hee University, South Korea

  2. Ph.D. in Computer Engineering, 2022

    Kyung Hee University, South Korea

  3. M.Sc. (Engg.) in Information and Communication Technology, 2015

    Bangladesh University of Engineering and Technology (BUET)

  4. B.Sc. in Electronics and Communication Engineering, 2012

    Hajee Mohammad Danesh Science and Technology University


PROFESSIONAL EXPERIENCES

  1. Associate Professor
    Hajee Mohammad Danesh Science and Technology University

    September 18, 2022 to Present

  2. Assistant Professor
    Hajee Mohammed Danesh Science & Technology University, Dinajpur, Bangladesh

    September 01, 2016 to September 17, 2022

  3. Lecturer
    Hajee Mohammed Danesh Science & Technology University, Dinajpur, Bangladesh

    September 01, 2014 to August 31, 2016


PUBLICATIONS

Journal Papers

  1. Tangina Sultana, Md. Delowar Hossain, Md Golam Morshed, and Young-Koo Lee, "Enhancing Link Prediction in Graph Data Augmentation through Graphon Mixup,” Neural Computing and Applications, Springer (Q1, IF:6.0, SCIE Indexing), Under Review.

  2. Md Golam Morshed, Tangina Sultana, Md. Delowar Hossain, and Young-Koo Lee, “ MCL: Mapping-based Contrastive Learning with Augmentation for Graph Classification,” Information Sciences, Elsevier (Q1, Citescore: 13.4, IF:8.1, SCIE Indexing), Under Review.

  3. Tangina Sultana, Ashis Kumar Mandal, Hasi Saha, Md. Nahid Sultan and Md. Delowar Hossain, “Intent Identification by Semantically Analyzing the Search Query,” Modelling, ESCI Indexing,  vol. 5, pp. 292–314, 2024.

  4. Tangina Sultana, Md. Delowar Hossain, Md Golam Morshed, Tariq Habib Afridi, and Young-Koo Lee, “ Inductive Autoencoder for Efciently Compressing RDF Graph Graph,” Information Sciences, Elsevier (Q1, Citescore: 13.4, IF:8.1, SCIE Indexing), Vol. 662, 2023.

  5. Tangina Sultana, Md. Delowar Hossain, Muhammad Umair, Muhammad Numan Khan, Aftab Alam, and Young-Koo Lee, “Graph Pattern Detection and Structural Redundancy Reduction to Compress Named Graphs,” Information Sciences, Elsevier (Q1, Citescore: 13.4, IF:8.1, SCIE Indexing), July, 2023.

  6. Md. Delowar Hossain, Tangina Sultana, Sharmen Akhter, Md Imtiaz Hossain, Ngo Thien Thu, Luan N. T. Huynh, Ga-Won Lee and Eui-Nam Huh, “The Role of Microservice Approach in Edge Computing: Opportunities, Challenges, and Research Directions,” ICT Express, Elsevier (Q1, CiteScore: 10.4, IF: 5.4, SCIE Indexing), June, 2023

  7. Md. Golam Morshed, Tangina Sultana and Young Koo Lee, "LeL-GNN: Learnable Edge Sampling and Line Based Graph Neural Network for Link Prediction," IEEE Access  (Q1, IF: 3.476, SCIE Indexing),  vol. 11, pp. 56083-56097, USA,  June, 2023, doi: 10.1109/ACCESS.2023.3283029. 

  8. Md Golam Morshed, Tangina Sultana, Aftab Alam, and Young-Koo Lee. 2023. "Human Action Recognition: A Taxonomy-Based Survey, Updates, and Opportunities" Sensors  (IF: 3.9, SCIE Indexing), no. 4: 2182,  Switzerland,  February,  2023,  https://doi.org/10.3390/s23042182 .

  9. Tangina Sultana and Young-Koo Lee, “Efficient Rule Mining and Compression for RDF Style KB Based on Horn Rules,” The Journal of Supercomputing (IF: 2.557, SCIE Indexing ), Springer, Switzerland, pp.1-28, May 2022, https://doi.org/10.1007/s11227-022-04519-y.

  10. Md. Delowar Hossain, Tangina Sultana, Md. Alamgir Hossain, Md. Abu Layek, Md. Imtiaz Hossain, Phoo Pyae Sone, Ga-Won Lee and Eui-Nam Huh, “Dynamic Task Offloading for Cloud-Assisted Vehicular Edge Computing Networks: A Non-Cooperative Game Theoretic Approach,” Sensors (IF: 3.9, SCIE Indexing ), Switzerland, Vol. 22, Issue-10, pp. 1-18, May 2022.

  11. Tangina Sultana and Young-Koo Lee, “gRDF: An Efficient Compressor with Reduced Structural Regularities that Utilizes gRePair,” Sensors (IF: 3.9, SCIE Indexing ), Switzerland, Vol.22, Issue-7, pp. 1-17, March 2022, doi: 10.3390/s22072545.

  12. Tangina Sultana and Young-Koo Lee, “Efficient Approach for Encoding and Compression of RDF Knowledge Bases,” Journal of KIISE (ISSN 2383-6296, IF: 0.4 Korean Citation Index), South Korea, Vol.49, Issue-3, pp. 241-249, March 2022. .

  13. Md. Delowar Hossain, Tangina Sultana, Md. Alamgir Hossain, Md. Imtiaz Hossain, Luan N. T. Huynh, Junyoung Park and Eui-Nam Huh, “Fuzzy Decision-Based Efficient Task Offloading Management Scheme in Multi-Tier MEC-Enabled Networks,” Sensors (IF: 3.847, SCIE Indexing ), Switzerland, Vol. 21, Issue-4, pp. 1-26, February 2021.

  14. Md. Delowar Hossain, Tangina Sultana, Md. Alamgir Hossain, Ga-Won Lee and Eui-Nam Huh, “Efficient Load Management in Multi-Access Edge Computing using Fuzzy Logic,” Journal of KIISE Transactions on Computing Practices (ISSN 2383-6326, IF: 0.4 Korean Citation Index), South Korea, Vol.26, Issue-11, pp. 482-492, November 2020.

  15. Md. Delowar Hossain, Tangina Sultana, VanDung Nguyen, Waqas ur Rahnman, Tri D. T. Nguyen, Luan N. T. Huynh and Eui-Nam Huh, “Fuzzy Based Collaborative Task Offloading Scheme in the Densely Deployed Small-Cell Networks with Multi-Access Edge Computing,” Applied Sciences (IF: 2.838, SCIE Indexing ), Switzerland, Vol.10, Issue-9, pp. 1-23, April 2020.

  16. Tangina Sultana, M. D. Hossain, M.H. Islam, M.S. Hossain and A. Mohammad, “Efficient Reduction of Coulomb Blockade Length and Improvement of V-I Characteristics Curve of Multi Dot Based Single Electron Transistor,” Journal of Science and Technology (ISSN: 2454-1311), Hajee Mohammad Danesh Science and Technology University, Bangladesh, Vol.17, pp.89-96, June 2019.

  17. Tangina Sultana, M. D. Hossain, J. Sultana, S. Sultana and I. A. Begum, “Performance Analysis of MIMO Detection algorithms using STBCs and SIMD Techniques,” Journal of Science and Technology (ISSN: 2454-1311), Bangladesh, Vol.16, pp.81-88, June 2018.

  18. Tangina Sultana, Md. Delowar Hossain, Asfia Nuzat, Nadira Islam Ruku, “Lane Departure Warning through Message and Alarm & Vehicle Position Tracking using Video Camera based Driver Assist System,” International Journal of Advanced Engineering, Management and Science (ISSN: 2454-1311), India. Vol.2, Issue-7, pp.1054-1058, July 2016.

  19. Md. Delowar Hossain, Tangina Sultana, Hasi. Saha and M. N. Sultan, “Efficient PAPR Reduction of OFDM Signals by using Narrowband Pulse Shaping Technique,” Journal of Science and Technology (ISSN: 2454-1311), HSTU, Bangladesh, Vol.14, pp. 18-25, June 2016.

  20. Tangina Sultana, Md. Delowar Hossain and D. R. Das, “Effective Analysis for Establishing a Network Architecture Using Luxim’s Li-Fi Technology”, Journal of Science and Technology (ISSN: 1994-0386), Bangladesh. Vol.13, pp.89-92, June 2015.

  21. Tangina Sultana, M. S. Ara Showkat, Mohammad Shah Alam, Md. Delowar Hossain, Ashis Kumar Mandal, “Reducing Peak to Average Power Ratio of OFDM Signals using Tukey Window Technique”, International Journal of Scientific Engineering and Technology (ISSN: 2277-1581), India. Vol.2, Issue-9, pp. 879-883, September 2013.

Conference Papers

  1. Tangina Sultana, Md Golam Morshed, and Young-Koo Lee, "Multi-Kernel Inductive Autoencoder for Efficient RDF Dataset Compression,” The 4th Korea Artificial Intelligencer Conference, September 20-23, pp. 1-2, Jeju, South Korea, 2023.

  2. Tangina Sultana, Md. Delowar Hossain, Md Golam Morshed, and Young-Koo Lee, "Enhancing Node Classification in Graphs throug Mapping-Based Contrastive learning,” Proc. of the KDBC 2023 Conference, November 3-4, pp. 126-129, Busan, South Korea, 2023 (Gold Prize). 

  3. Md. Delowar Hossain, Tangina Sultana, Ga-Won Lee, and Eui-Nam Huh, “The Role of Microservices in the Internet of Things: Applications, Challenges, and Research Opportunities,” The 14th International Conference on Ubiquitous and Future Networks (ICUFN 2023), July 4-7, pp. 901-906, Paris, France, 2023.

  4. Md. Delowar Hossain, Tangina Sultana, Sharmen Akhter, Md. Imtiaz Hossain, Ga-Won Lee, and Eui-Nam Huh, “Server Capacity Planning Based Task Computation Offloading in Vehicular Edge Computing Networks,” 2023 the 3rd European Conference on Communication Systems (ECCS 2023), May 10-12, Vienna, Austria, 2023.

  5. Md. Delowar Hossain, Tangina Sultana, Sharmen Akhter, Md. Imtiaz Hossain, Ga-Won Lee, Choong Seon Hong and Eui-Nam Huh, “Computation Offloading Strategy Based on Multi-armed Bandit Learning in Microservice-enabled Vehicular Edge Computing Networks,” The 37th International Conference on Information Networking (ICOIN 2023), January 11-14, pp. 769-774, Bangkok, Kingdom of Thailand, 2023.

  6. Tangina Sultana and Young-Koo Lee, “BERT-PRF: An Efficient Approach for Intent Detection from Users Search Query,” Proc. of the KIISE Korea Software Congress 2021 (KSC 2021), December 20-22,  Pyeongchang, South Korea, 2021.

  7. Tangina Sultana, Muhammad Umair and Young-Koo Lee, “Employing Graph Compression Technique for Efficiently Compressing RDF Knowledge Graphs,” Proc. of the KDBC 2021 Conference, November 12-13, pp. 21-24, Daejeon, South Korea, 2021 (Gold Prize).

  8. Muhammad Umair, Tangina Sultana, and Young-Koo Lee, “Adjustor: Mining on Compressed Graph with Adjacency Information Constructor while exploiting Parallel Computing,” Proc. of the KDBC 2021 Conference, November 12-13, pp. 107-110, Daejeon, South Korea, 2021.

  9. Tangina Sultana and Young-Koo Lee, “Expressive Rule Pattern Based Compression with Ranking in Horn Rules on RDF Style KB,” 2021 IEEE International Conference on Big Data and Smart Computing (BigComp), January 17-20, pp. 13-19, Bangkok, Thailand, 2021 (2nd Best Paper Award).

  10. Md Delowar Hossain, Tangina Sultana, Md Alamgir Hossain and Eui-Nam Huh, “Edge Orchestration Based Computation Peer Offloading in MEC-Enabled Networks: A Fuzzy Logic Approach,” The 15th International Conference on Ubiquitous Information Management and Communication (IMCOM 2021), January 4~6, Seoul, South Korea, 2021.

  11. Tangina Sultana, Mostofa Kamal Rasel, Aftab Alam and Young-Koo Lee, “Frequent and Semantically Related Term Detection Based Encoding and Compression for Knowledge Graphs,” Proc. of the KDBC 2020 Conference, September 24-25, pp. 1-4, Jeju, South Korea, 2020 (Gold Prize). 

  12. Aftab Alam, Muhammad Numan Khan, Tariq Habib Afridi, Tangina Sultana and Young-Koo Lee, “SCBVR: A Hybrid Approach for Large-scale Video Retrieval,” Proc. of the KDBC 2020 Conference, September 24-25, pp. 24-26, Jeju, South Korea, 2020 (Silver Prize).

  13. Tangina Sultana, Umair Qudus, Muhammad Umair, Taeyeon Kim, Md Golam Morshed and Young-Koo Lee, “Efficient Frequent Pattern Management and Compression System in Multiple Named Graphs,” Proc. of the KIISE Korea Computer Congress 2020, (KCC 2020), July 2-4, Busan, South Korea, 2020.

  14. Md Delowar Hossain, Tri D. T. Nguyen, Tangina Sultana, Md Alamgir Hossain, Md Imtiaz Hossain, Luan N. T. Huynh, Myeongseob Kim and Eui-Nam Huh, “Fuzzy Handoff Based Efficient Edge Node Selection for Task Offloading in MEC-Enabled Networks,” Proc. of the KIISE Korea Computer Congress 2020, (KCC 2020), July 2-4, pp. 209-211, Busan, South Korea, 2020.

  15. Md Delowar Hossain, Luan N. T. Huynh, Tangina Sultana, Tri D.T. Nguyen, Jae Ho Park, Choong Seon Hong and Eui-Nam Huh, “Collaborative Task Offloading for Overloaded Mobile Edge Computing in Small-Cell Networks,” The 34th International Conference on Information Networking (ICOIN 2020), January 7-10, pp. 717-722, Barcelona, Spain, 2020

  16. Md Delowar Hossain, Tangina Sultana, Md Alamgir Hossain, Md Imtiaz Hossain, Luan N. T. Huynh, Waqas ur Rahman, Myeong-Seob Kim and Eui-Nam Huh, “Efficient Workload Balancing in Multi-Access Edge Computing: A Fuzzy Logic Approach,” Proc. of the KIISE Korea Software Congress 2019 (KSC 2019), December 26-28, pp. 197-199, Pyeongchang, South Korea, 2019.

  17. Md Delowar Hossain, Md Abu Layek, Tangina Sultana, Md Alamgir Hossain, Md Imtiaz Hossain, Waqas ur Rahman, Yun Hwan Kim and Eui-Nam Huh, “Orchestration Based Task Offloading for Mobile Edge Computing in Small-Cell Networks,” International Joint Conference on Computational Intelligence (IJCCI 2019), Springer, Chapter 50, October 25-26, pp. 629-641, Dhaka, Bangladesh, 2019.

  18. Md Delowar Hossain, Tangina Sultana, Md Abu Layek, Md Alamgir Hossain, Md Imtiaz Hossain, Sung Yun Woo and Eui-Nam Huh, “Dynamic task offloading for Ultra-Dense Mobile Edge Computing,” Proc. of the KIISE Korea Computer Congress 2019 (KCC 2019), June 26-28, pp. 252-255, Jeju, South Korea, 2019.

  19. Tangina Sultana, Md Delowar Hossain, Md. Azher Uddin, Nguyen Anh Tu and Young-Koo Lee, “Performance Analysis of Break Point Value Based Face Detection Algorithm,” Proc. of the KIISE Korea Software Congress 2018 (KSC 2018), December 19-21, pp. 821-823, Pyeongchang, South Korea, 2018.

  20. Md Delowar Hossain, Tangina Sultana, Md Abu Layek, VanDung Nguyen, Jun Hyeok Nam Goong, Yunkon Kim and Eui-Nam Huh, “Performance Analysis of Mobile Edge Computing in 5G Ultra-Dense Networks,” Proc. of the KIISE Korea Software Congress 2018 (KSC 2018), December 19-21, Pyeongchang, South Korea, 2018.

  21. Tangina Sultana, Md. Delowar Hossain, Niamul Hasan Zead, Nur Alam Sarker and Jannatul Fardoush, “A New Approach for Efficient Face Detection Using BPV Algorithm Based on Mathematical Modeling,” International Joint Conference on Computational Intelligence (IJCCI 2018), Springer, Chapter 30, December 14-15, pp. 345-358, Dhaka, Bangladesh, 2018.

  22. Shahnaj Parvin Shathi, Md. Delowar Hossain, Md. Nadim, Sayed Golam Rasul Riayadh, Tangina Sultana, “Enhancing Performance of Naïve Bayes in Text Classification by Introducing an Extra Weight using less Number of Training Examples”, International Workshop on Computational Intelligence, pp. 142-147, Dhaka, Bangladesh, 2016. .

  23. Tangina Sultana and Shamim Ara Shawkat, “Employment of Pulse Shaping Technique for Efficient PAPR Reduction in OFDM System”, 17th International Conference on Computer and Information Technology (ICCIT), pp. 482-487, Dhaka, Bangladesh, 2014.

  24. Ashis Kumar Mandal, Md. Delowar Hossain, Rikta Sen, Tangina Sultana, “Effective and Uninterrupted Execution of Numerical Integration through Computational Grid”, International Conference on Electrical, Computer and Telecommunication Engineering (ICECTE), pp. 471 - 474, RUET, Rajshahi, Bangladesh, 2012.

  25. Ashis Kumar Mandal, Md. Delowar Hossain, Rikta Sen, Tangina Sultana, “Topic Spotting on Bangla Document Corpus by Support Vector Machines and Compared to other Methods of Text Mining”, International Conference on Statistical Data Mining for Bioinformatics, Health, Agriculture and Environment, pp. 624 - 627, Rajshahi, Bangladesh, 2012


Awards and SCHOLARSHIPS

  1. ICT Fellowship during M.Sc. (Eng.) in ICT, BUET

    Funded by: Information and Communication Technology Devision (ICT), People's Republic of Bangladesh.

  2. Special Consultative Status by The United Nations

    Funded by: Bangladesh Scholarship Council and the Nippon Foundation, Japan during 2007-08 and 2009-10.

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